A fuzzy approach to content-based image retrieval

被引：0
|
作者：
Medasani, S [1 ]
Krishnapuram, R [1 ]
机构：
[1] Colorado Sch Mines, Dept Math & Comp Sci, Golden, CO 80401 USA
来源：
IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS VOL 2 | 1999年
关键词：
linguistic queries; fuzzy approach to image retrieval; content-based retrieval; graph matching;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper,ve present a fuzzy approach to content-based retrieval of segmented images. Our proposed methodology uses Fuzzy Attributed Relational Graphs (FARGs) and an efficient fuzzy graph matching algorithm (FGM). The graph matching algorithm is of low computational complexity and hence is suitable for content-based retrieval. Experimental results on random (sub)graph matching and content-based retrieval applications are also provided. The results indicate that the FARG-FGM framework of representing and retrieving images is efficient and accurate.
引用
收藏
页码：964 / 968
页数：5
相关论文
共 50 条
  • [31] Fuzzy Content-Based Image Retrieval for Oceanic Remote Sensing
    Piedra-Fernandez, Jose A.
    Ortega, Gloria
    Wang, James Z.
    Canton-Garbin, Manuel
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (09): : 5422 - 5431
  • [32] Content-based image retrieval
    Ciocca, Gianluigi
    Schettini, Raimondo
    Santini, Simone
    Bertini, Marco
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (24) : 37903 - 37903
  • [33] A novel fusion approach to content-based image retrieval
    Qi, XJ
    Han, YT
    PATTERN RECOGNITION, 2005, 38 (12) : 2449 - 2465
  • [34] Fuzzy hamming distance in a content-based image retrieval system
    Ionescu, M
    Ralescu, A
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1721 - 1726
  • [35] An unsupervised learning approach to content-based image retrieval
    Chen, YX
    Wang, JZ
    Krovetz, R
    SEVENTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOL 1, PROCEEDINGS, 2003, : 197 - 200
  • [36] A learning approach to content-based image categorization and retrieval
    Mio, Washington
    Zhu, Yuhua
    Liu, Xiuwen
    VISAPP 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOLUME IU/MTSV, 2007, : 36 - +
  • [37] Medical image databases: A content-based retrieval approach
    Tagare, HD
    Jaffe, CC
    Duncan, J
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1997, 4 (03) : 184 - 198
  • [38] Content-based image retrieval
    Multimedia Tools and Applications, 2023, 82 : 37903 - 37903
  • [39] Content-Based Image Retrieval
    Zaheer, Yasir
    SECOND INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, 2010, 7546
  • [40] Content-based image retrieval using fuzzy hamming distance
    Hu Xuclong
    Li, Yang
    Zhang Gensheng
    ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL II, 2007, : 826 - 830
12345